Stéphane Mallat

Stéphane Georges Mallat (born 24 October 1962) is a French applied mathematician, concurrently appointed as Professor at Collège de France and École normale supérieure. He made fundamental contributions to the development of wavelet theory in the late 1980s and early 1990s. He has additionally done work in applied mathematics, signal processing, music synthesis and image segmentation.

Stéphane G. Mallat
Stéphane Mallat
Born (1962-10-24) 24 October 1962
Paris, France
NationalityFrench
Alma materEcole Polytechnique
Known forMultiresolution Analysis, Wavelet methods in signal processing
AwardsPrix Blaise Pascal (1997) French Academy of Sciences
Scientific career
FieldsApplied mathematics
InstitutionsEcole Polytechnique, Ecole Normale Superieure
Doctoral advisorRuzena Bajcsy
Doctoral studentsGabriel Peyré
Irène Waldspurger

With Yves Meyer, he developed the multiresolution analysis (MRA) construction for compactly supported wavelets. His MRA wavelet construction made the implementation of wavelets practical for engineering applications by demonstrating the equivalence of wavelet bases and conjugate mirror filters used in discrete, multirate filter banks in signal processing. He also developed (with Sifen Zhong) the wavelet transform modulus maxima method for image characterization, a method that uses the local maxima of the wavelet coefficients at various scales to reconstruct images.

He introduced the scattering transform that constructs invariance for object recognition purposes. Mallat is the author of A Wavelet Tour of Signal Processing (1999; ISBN 012466606X), a text widely used in applied mathematics and engineering courses.

He has held teaching positions at New York University, Massachusetts Institute of Technology, École polytechnique and at the Ecole normale supérieure.[1] He is currently Professor of Data Science at College de France.[2]

In 1998 he was a plenary speaker at the International Congress of Mathematicians in Berlin.[3]

Publications

References
  1. Stéphane Mallat at the Ecole normale supérieure (Paris).
  2. Stéphane Mallat: Science des Donnees
  3. Mallat, Stéphane (1998). "Applied mathematics meets signal processing". Doc. Math. (Bielefeld) Extra Vol. ICM Berlin, 1998, vol. I. pp. 319–338.
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